200 citations · 273 across the 13 of their papers we have counts for
16 papers
Local Planner Bench: Benchmarking for Local Motion Planning
Max Spahn, Chadi Salmi, Javier Alonso-Mora
Local motion planning is a heavily researched topic in the field of robotics with many promising algorithms being published every year. However, it is difficult and time-consuming…
Multi-robot Task Assignment for Aerial Tracking with Viewpoint Constraints
Aaron Ray, Alyssa Pierson, Hai Zhu +2
We address the problem of assigning a team of drones to autonomously capture a set desired shots of a dynamic target in the presence of obstacles. We present a two-stage planning p…
Improving Pedestrian Prediction Models with Self-Supervised Continual Learning
Luzia Knoedler, Chadi Salmi, Hai Zhu +2
Autonomous mobile robots require accurate human motion predictions to safely and efficiently navigate among pedestrians, whose behavior may adapt to environmental changes. This pap…
Decentralized Probabilistic Multi-Robot Collision Avoidance Using Buffered Uncertainty-Aware Voronoi Cells
Hai Zhu, Bruno Brito, Javier Alonso-Mora
In this paper, we present a decentralized and communication-free collision avoidance approach for multi-robot systems that accounts for both robot localization and sensing uncertai…
Integrated Task Assignment and Path Planning for Capacitated Multi-Agent Pickup and Delivery
Zhe Chen, Javier Alonso-Mora, Xiaoshan Bai +2
Multi-agent Pickup and Delivery (MAPD) is a challenging industrial problem where a team of robots is tasked with transporting a set of tasks, each from an initial location and each…
Learning Interaction-aware Guidance Policies for Motion Planning in Dense Traffic Scenarios
Bruno Brito, Achin Agarwal, Javier Alonso-Mora
Autonomous navigation in dense traffic scenarios remains challenging for autonomous vehicles (AVs) because the intentions of other drivers are not directly observable and AVs have…